Risk assessment due to local demand forecast uncertainty in the competitive supply industry

IEE Proceedings: Generation, Transmission and Distribution

Volumn 150, Issue 5, 2003, Pages 573-582

  Lo, K L ^a   Wu, Y K ^a  

^a UNIVERSITY OF STRATHCLYDE   (United Kingdom)

Author keywords

[No Author keywords available]

Indexed keywords

COMPUTER SIMULATION; CORRELATION METHODS; DATA PROCESSING; ELECTRIC INDUSTRY; ELECTRIC POWER UTILIZATION; MATHEMATICAL MODELS; NEURAL NETWORKS; REGRESSION ANALYSIS; RISK ASSESSMENT;

AUTOREGRESSIVE INTEGRATED MOVING AVERAGE MODEL; LOCAL DEMAND FORECAST UNCERTAINTY; SHORT TERM ELECTRICAL LOAD FORECAST; STANDARD FORECASTING METHOD;

ELECTRIC LOAD FORECASTING;

EID: 0142135086     PISSN: 13502360     EISSN: None     Source Type: Journal    
DOI: 10.1049/ip-gtd:20030641     Document Type: Article

References (18)

1. 'New Electricity Trading Arrangements (NETA) Programme' (Ofgem publications, January 2001)
2. Douglas, A.P., Breipohl, A.M., Lee, F.N., and Adapa, R.: 'Risk due to load forecast uncertainty in short term power system planning', IEEE Trans. Power Syst., 1998, 13, (4), pp. 1493-1499
3. Valenzuela, J., Mazumdar, M., and Kapoor, A.: 'Influence of temperature and load forecast uncertainty on estimates of power generation production costs', IEEE Trans. Power Syst., 2000, 15, (2), pp. 668-674
4. Hippert, H.S., Pedreira, C.E., and Souza, R.C.: 'Neural networks for short-term load forecasting: a review and evaluation', IEEE Trans. Power Syst., 2001, 16, (1), pp. 44-55
5. Amjady, N.: 'Short-term hourly load forecasting using time-series modeling with peak load estimation capability', IEEE Trans. Power Syst., 2001, 16, (3), pp. 498-505
6. Juberias, G., Yunta, R., Garcia Moreno, J., and Mendivil, C.: 'A new ARIMA model for hourly load forecasting'. Proc. IEEE Transmission and distribution Conf., 1999, Vol. 1, pp. 314-319
7. Box, G.E.P., Jenkins, G.M., Reinsel, G.C., and Jenkins, G.: 'Time series analysis: forecasting and control' (Prentice Hall, 1994, 3rd Edn.)
8. Allera, S.V., and Horsburgh, A.G.: 'Load profiling for energy trading and settlements in the UK electricity markets'. Presented by DistribuTECH Europe DA/DSM Conf., London, 27-29 October 1998
9. Dahlgren, R.W., Liu, C.C., and Lawarree, J.: 'Volatility in the California power market: source, methodology and recommendations', IEE Proc., Gener. Transm. Distrib., 2001, 148, (2), pp. 189-193
10. http://www.bmreports.com/bwx_reporting.htm accessed December 2001
11. Douglas, A.P., Breiphol, A.M., Lee, F.N., and Adapa, R.: 'The impacts of temperature forecast uncertainty on Bayesian load forecasting', IEEE Trans. Power Syst., 1998, 13, (4), pp. 1507-1513
12. Khotanzad, A., Davis, M.H., Abaye, A., and Maratukulam, D.J.: 'An artificial neural network hourly temperature forecaster with applications in load forecasting', IEEE Trans. Power Syst., 1996, 11, (2), pp. 870-876
13. El Desouky, A.A., and Elkateb, M.M.: 'Hybrid adaptive techniques for electric-load forecast using ANN and ARIMA', IEE Proc., Gener. Transm. Distrib., 2000, 147, (4), pp. 213-217
14. Charytoniuk, W., and Chen, M.-S.: 'Very short-term load forecasting using artificial neural networks', IEEE Trans. Power Syst., 2000, 15, (1), pp. 263-268
15. Shahidehpour, M., Yamin, H., and Li, Z.: 'Market operations in electric power system: forecasting, scheduling, and risk management' (Wiley, New York, 2002)
16. Draper, N.R., and Smith, H.: 'Applied regression analysis' (Wiley, New York, 1966)
17. Owayedh, M.S., Al-Bassam, A.A., and Khan, Z.R.: 'Identification of temperature and social events effects on weekly demand behavior'. Proc. IEEE Power Engineering Society Summer Meeting 2000, Vol. 4, pp. 2397-2402
18. Alexander, C.: 'Risk management and analysis, volume 1: Measuring and modelling financial risk', (Wiley, New York, 1999)